AutoML Leaderboard

Best model name model_type metric_type metric_value train_time
1_Baseline Baseline logloss 0.628023 10.83
2_DecisionTree Decision Tree logloss 1.51356 60.51
3_Linear Linear logloss 0.361632 16.68
4_Default_Xgboost Xgboost logloss 0.499665 17.22
5_Default_NeuralNetwork Neural Network logloss 0.454204 10.87
6_Default_RandomForest Random Forest logloss 0.350767 24.25
the best Ensemble Ensemble logloss 0.328403 4.29

AutoML Performance

AutoML Performance

AutoML Performance Boxplot

AutoML Performance Boxplot

Features Importance

features importance across models

Spearman Correlation of Models

models spearman correlation